Changes adding things and dir locals

2026-08-20 10:18:30 +03:00
parent 1a8a31c158
commit 86291e948e
4 changed files with 231 additions and 132 deletions
@@ -87,3 +87,74 @@
  year={1989},
  publisher={Taylor \& Francis}
 }
+
+@inproceedings{ghosh2017robust,
+  title={Robust Loss Functions under Label Noise for Deep Neural Networks},
+  author={Ghosh, Aritra and Kumar, Himanshu and Sastry, P. S.},
+  booktitle={Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence},
+  pages={1919--1925},
+  year={2017}
+}
+
+@inproceedings{arpit2017memorization,
+  title={A Closer Look at Memorization in Deep Networks},
+  author={Arpit, Devansh and Jastrz\k{e}bski, Stanis{\l}aw and Ballas, Nicolas and Krueger, David and Bengio, Emmanuel and Kanwal, Maxinder S. and Maharaj, Tegan and Fischer, Asja and Courville, Aaron and Bengio, Yoshua and Lacoste-Julien, Simon},
+  booktitle={Proceedings of the 34th International Conference on Machine Learning},
+  pages={233--242},
+  year={2017}
+}
+
+@inproceedings{zhang2018generalized,
+  title={Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels},
+  author={Zhang, Zhilu and Sabuncu, Mert},
+  booktitle={Advances in Neural Information Processing Systems},
+  volume={31},
+  year={2018}
+}
+
+@inproceedings{patrini2017making,
+  title={Making Deep Neural Networks Robust to Label Noise: {A} Loss Correction Approach},
+  author={Patrini, Giorgio and Rozza, Alessandro and Krishna Menon, Aditya and Nock, Richard and Qu, Lizhen},
+  booktitle={Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition},
+  pages={1944--1952},
+  year={2017}
+}
+
+@inproceedings{han2018coteaching,
+  title={Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels},
+  author={Han, Bo and Yao, Quanming and Yu, Xingrui and Niu, Gang and Xu, Miao and Hu, Weihua and Tsang, Ivor and Sugiyama, Masashi},
+  booktitle={Advances in Neural Information Processing Systems},
+  volume={31},
+  year={2018}
+}
+
+@inproceedings{li2020dividemix,
+  title={{DivideMix}: Learning with Noisy Labels as Semi-Supervised Learning},
+  author={Li, Junnan and Socher, Richard and Hoi, Steven C. H.},
+  booktitle={International Conference on Learning Representations},
+  year={2020}
+}
+
+@inproceedings{ren2018learning,
+  title={Learning to Reweight Examples for Robust Deep Learning},
+  author={Ren, Mengye and Zeng, Wenyuan and Yang, Bin and Urtasun, Raquel},
+  booktitle={Proceedings of the 35th International Conference on Machine Learning},
+  pages={4334--4343},
+  year={2018}
+}
+
+@inproceedings{feng2020can,
+  title={Can Cross Entropy Loss Be Robust to Label Noise?},
+  author={Feng, Lei and Shu, Senlin and Lin, Zhuoyi and Lv, Fengmei and Li, Li and An, Bo},
+  booktitle={Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence},
+  pages={2206--2212},
+  year={2020}
+}
+
+@inproceedings{zhou2021asymmetric,
+  title={Asymmetric Loss Functions for Learning with Noisy Labels},
+  author={Zhou, Xiong and Liu, Xianming and Jiang, Junjun and Gao, Xin and Ji, Xiangyang},
+  booktitle={Proceedings of the 38th International Conference on Machine Learning},
+  pages={12846--12856},
+  year={2021}
+}